Best Memory and context MCP servers (November 2026)
The 10 top ranked of 3928 servers in Memory and context, ranked by what is known about each one today (2026-11-03). 208 of the 3,928 started in our own check.
No position on this page is paid for. How we rank
Quick picks
- Overall Mnemoverse Memory
- Remote, nothing to install Mnemoverse Memory
- Runs on your machine Mnemoverse Memory
- Mnemoverse Memory
io.github.mnemoverse/mcp-memory-serverHosted agent memory that learns from outcomes, with shared rooms. No key: mcp.mnemoverse.com/mcp
- Codebase Memory
io.github.DeusData/codebase-memory-mcpCodebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
- Sifa
io.github.gabrielmahia/sifa-mcpDemo portable reputation and skills passport; in-memory profiles, nothing verified or stored.
- Memanto
io.github.moorcheh-ai/memantoMCP server for Memanto - persistent semantic memory for any MCP-compatible agent
- AlphaFold Sovereign MCP
io.github.smaniches/alphafold-sovereign-mcpMCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph
- Pathrule
io.pathrule/pathrulePath-scoped project memories, rules and skills for coding agents, on your machine or Pathrule Cloud.
- Basic Memory
io.github.basicmachines-co/basic-memoryLocal-first knowledge management with bi-directional LLM sync via Markdown files.
- Selvedge
io.github.masondelan/selvedgePersistent decision memory for AI agents: rationale, rejected approaches, and entity history.
- Prism Coder
io.github.dcostenco/prism-coderSession memory for coding agents: local-first recall, drift detection, on-device inference.
- Contextforge
io.github.alfredoizdev/contextforge-mcpPersistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
Side by side
| # | Server | Runs | Tools | Downloads a week | Advisories | Licence |
|---|---|---|---|---|---|---|
| 1 | Mnemoverse Memory | Local, Remote | 0 | 1k | 0 | MIT |
| 2 | Codebase Memory | Local | 0 | 5.4k | 0 | MIT |
| 3 | Sifa | Local | 0 | – | 0 | MIT |
| 4 | Memanto | Local | 0 | – | 0 | MIT |
| 5 | AlphaFold Sovereign MCP | Local | 0 | – | 0 | APACHE-2.0 |
| 6 | Pathrule | Local, Remote | 0 | – | 0 | APACHE-2.0 |
| 7 | Basic Memory | Local | 0 | – | 0 | Not stated |
| 8 | Selvedge | Local | 0 | – | 0 | Not stated |
| 9 | Prism Coder | Local | 0 | 1.9k | 0 | APACHE-2.0 |
| 10 | Contextforge | Local | 0 | 415 | 0 | MIT |
From the publishers' registry entries, package registries and advisory databases, as of 2026-11-03.